Development of a Portable Work Zone Traffic Safety Information System using DSRC Based V2I and V2V Communication M Imran Hayee, Ph. D. ECE Department, University of Minnesota Duluth Department of Electrical and Computer Engineering Outline • What has been accomplished? • Phase I • Phase II • What is currently being accomplished? • Phase III • What could be possible next phase? Department of Electrical and Computer Engineering What Has Been Done? – Phase 1 Year: 2008 - 2009 DSRC RSU or OBU DSRC-OBU CID BT enabled Cell Phone MNDOT Infrastructure 1. 2. This system was developed and demonstrated in the field Currently the Bluetooth enabled cell phone gets text messages Department of Electrical and Computer Engineering What Has Been Done? – Phase 2 Portable DSRC Based V2I Information System Year: 2009 - 2010 Distance to SoC Start of Congestion (varying) Vehicle passing End of Through Congestion congested area Vehicle approaching Congested area Work Zone DSRC-OBU DSRC-OBU DSRC-RSU SoC location and TT Broadcast from RSU 1. 2. 3. 4. Two way DSRC communication to acquire safety and traffic data It was developed and successfully demonstrated in the field. Can acquire in real time, important travel information e.g., TT and SoC location Can communicate to the driver, both TT and distance to the SoC location Uses BT enabled cell phone text messaging as user interface for the driver Department of Electrical and Computer Engineering System Setup End of Congestion: Known Start of RSU Monitoring Range Desired Location End of RSU Monitoring Range Start of Congestion: Unknown Work Zone Lane RSU • • • Coverage range of RSU RSU is placed such that the RSU monitoring range aligns with the end of the congestion. At periodic intervals, a single OBU participation is requested by the RSU to monitor a vehicle’s speed and position through a congestion area. RSU sends traffic alert message to OBUs indicating travel time through monitoring area. Department of Electrical and Computer Engineering DSRC Communication Protocol RSU OBU INVITE RSU OBU BROADCAST ACCEPT CHOSEN NOTIFY • • • • RSU initiates the communication by sending an INVITE message requesting OBU participation. Each OBU receiving the INVITE message screens itself using the information in INVITE message and if passes the screening, it will respond with the ACCEPT message. The RSU will screen the incoming ACCEPT messages to ensure that the OBU is on the monitored road, and sends CHOSEN message to the originating OBU of the first ACCEPT message to pass. OBU periodically communicates NOTIFY messages until EoC point approaching is detected, then RSU is alerted before OBU ceases to send further NOTIFY messages. Department of Electrical and Computer Engineering Field Testing Frequency (b) Culmantive Precentage 70 120 60 100 Frequency 50 X 80 40 60 30 40 20 20 10 0 0 1 • • Culmanative Precentage (a) 2 3 4 Location Error (m) 5 6 The location accuracy of the GPS is the most important factor when determining the possible error in measurements. The location accuracy error in turn causes errors in distance and direction measurements. Department of Electrical and Computer Engineering GPS Distance Accuracy Urban Area – accuracy is +/- 3 m 5m - UMD 15m - UMD 10m - UMD 30 30 25 25 20 20 15 15 10 10 5 5 0 0 18 16 14 12 10 8 6 4 2 3 4 5 6 7 8 0 7 8 9 10 11 12 12 13 14 15 16 17 18 19 Rural Area – accuracy is +/- 2 m 5m - Mora, MN 10m - Mora, MN 30 15m - Mora, MN 40 35 35 25 30 30 20 25 25 20 15 20 15 15 10 10 10 5 5 5 0 0 3 4 5 6 7 0 8 9 10 11 12 13 14 15 16 17 9 Department of Electrical and Computer Engineering GPS Direction Accuracy A A B B 5m Direction Error 30 degrees 10 m 15 m 14 degrees 10 degrees Direction Error decreases if distance is increased 10 Department of Electrical and Computer Engineering Field Demonstration Start of Congestion: Unknown Start of RSU Monitoring Range End of Congestion: Known End of RSU Monitoring Range RSU • • The field demonstration site was chosen at Rice Lake Rd, Duluth MN with the focus on providing a clear line of sight between RSU and the OBU. The RSU is placed near the congestion end due to reduced range on one side due to signal blocking by back of the vehicle. Department of Electrical and Computer Engineering Traffic Safety Parameters 25 25 Congestion Length (a) 20 40 MPH mark 15 Speed (m/s) Speed (m/s) 20 10 20 MPH mark 5 SoC EoC 0 150 300 450 Distance (m) • 600 750 40 MPH mark 15 10 20 MPH mark 5 0 0 • TT (b) SoC 0 EoC 30 60 90 120 150 180 Time (sec) The traffic parameters - Start of Congestion location and the Travel Time are calculated by RSU The update frequency is determined based upon the TT. If TT is larger, multiple vehicles are chosen at the same time to be monitored. Department of Electrical and Computer Engineering Field Demonstration Results (a) 20 15 10 10 0 0 400 Distance (m) 600 800 SoC 15 5 200 (b) 20 5 0 • 25 SoC Speed (m/s) Speed (m/s) 25 0 200 400 600 800 Distance (m) Congestion scenarios of varying start of congestion location and congestion depth were tested for different vehicle speeds. Department of Electrical and Computer Engineering What is Being Done? – Phase 3 The Range of the current system is limited to 1 km because of the DSRC antenna range. However the calculated traffic parameters of the system are more useful to the driver if its received earlier. Also congestion or a work zone area may exceed 1 km requiring more range to be covered. In the current phase 3 (2010-2011), the objective is to utilize the V2V DSRC communication to the developed Portable Work-Zone Safety Message Relay System to 1. Increasing the Message Broadcast Range 2. Increasing the Work-zone Coverage Length Department of Electrical and Computer Engineering Increasing the Message Broadcast Range 1 km Portable DSRC RSU 1 km 1 km V2I V2I V2V V2V We intend to increase the message broadcast range using V2V-assisted DSRC communication. To increase the message broadcast range, we propose to use the selected vehicles on the road approaching to work zone to help relay the traffic safety messages backwards to the vehicles following them, to achieve much longer message broadcast range without having an extensive DSRC roadside infrastructure. Department of Electrical and Computer Engineering Increasing the Work-zone Coverage Length 1 km Portable DSRC RSU 1 km V2I 1 km V2I V2V V2V V2V Similarly, we propose to use V2V-assisted communication to cover much longer work zones beyond the access range of one portable roadside DSRC unit. This will be accomplished with the help of selected vehicles present on the work zone well out of reach of the portable roadside DSCR unit to help facilitate V2V-assisted V2I traffic data exchange. Department of Electrical and Computer Engineering Progress of the Current Phase 1. Increasing the Message Broadcast Range 1. V2V communication. 2. Develop method for distance measurement adjustment vs. displacement. 3. Develop and test the V2V communication protocol for extended range. 4. Demonstrate the algorithm for distance adjustment in V2V environment 2. Increasing the Work-zone Coverage Length 1. Develop protocols for handling messages from other OBU’s in the OBU program. 2. Develop protocols for extending and contracting the monitored area. 3. Demonstrate the system in field. Note: The green tasks have been done and the blue tasks are being worked on. The project is expected to finish in time (during June/July 2010 time frame) Department of Electrical and Computer Engineering Curve Fitting Start of Congestion 14 Measured distance Actual Distance (km) 12 Curved Road 10 8 Straight Road 6 4 2 0 0 2 4 6 8 10 Straight Line Distance (km) The road curvature is statistically modeled by a polynomial fit, parameters of which can be communicated to the OBU so that it can adjust the measured displacement. Department of Electrical and Computer Engineering 12 What Next? 1 km Current: V2V assisted V2I Portable DSRC RSU 1 km V2I 1 km V2I V2V V2V 1 km Portable DSRC RSU V2V Pure V2V ? 1 km V2I 1 km V2I V2V V2V V2V 19 Department of Electrical and Computer Engineering